DraymondGold wrote:Sorry to hear you're frustrated! Just to start: if you're frustrated by someone arguing for one player over another... you may be frustrated quite often around here. That's what we do. We discuss and we debate. And we don't always agree. Are you really so surprised by this?
Yeah that is surprising, because you seem a little more interested in selectively posting raw impact rankings and challenging everyone to follow them.
Rearranging this in and placing it at the top in light of your complaints about “tone”. I copied this over on a Google Doc though, so going forward I might miss some of the <crazy> emojis.
This seems like the crux of our disagreement (and it pops up multiple times in the rest of your post), so let’s start here.
Consistency of the Data-driven approach: Your primary argument that a data-focus is inconsistent replies on three things (at least as I understand it):
1) You suggest a data focus isn’t an “immediate baseline”. You call it a “hypothetical achievement”, compared to the achievement-focus (e.g. winning a championship) which is a “real achievement”
For 1: I’m not sure why being an “immediate baseline” should necessarily be proof that an achievement focus is consistent, while a data focus isn’t. It’s not true that having a good impact metric is a “hypothetical achievement”. It is a true fact that Giannis was an NBA champion in 2021. Likewise, it is a true fact that Giannis scored 28.1 ppg in the regular season. Likewise, it is a true fact that Giannis scored a +5.03 Goldstein RAPM. There’s nothing hypothetical about any of this.
Takeaway: Data not necessarily inconsistent.
2) You suggest a data focus is “convoluted,” while an achievement-focus is less complex.
For 2: You talk about increased complexity of data over “achievements” like this makes data inherently inconsistent. I’m not sure this is true. Things can be consistent and complex, or simple and inconsistent.
Takeaway: Data not necessarily inconsistent.
This is an incredibly strained reading and really sets a sour note for how you intend to approach this entire discussion. Honestly, this is like 90% of the reason I had no interest in participating in the top twelve: specifically because this is how far, far, far too many Curry fans argue, even the ones who play up some superficial politeness. I think you are being deliberately absurd by equating winning a title with scoring 28 points per game or having x RAPM “because all are facts”. Real “the trophy is just a hunk of metal” energy, although I recognise that would suit an approach prioritising “value to team” above all else. I do not believe that you think winning a title is just some random disconnected fact with the same real value as any other random metric, be it points or RAPM or rebounds or blocks or minutes played or literally anything. And if you did actually believe that, you would not waste so much time highlighting apparently arbitrary data achievements. I am not sure why you thought this was a good way to start, but I do not appreciate this type of time wasting.
To state what for everyone else should be the obvious: no, players are not setting out to maximise their RAPM, they are setting out to win a title. Playing as well as you can might correlate to RAPM, but you are not going to sabotage your backup in order to boost your own value. And to whatever extent this is correlated, it is even less correlated in the postseason, where losses and wins are much more significant and players are consistently more committed to doing what they can to avoid losses and earn wins.
And yes, it is inconsistent because there is no equivalent end target season-to-season. That was the point you somehow ignored. A player having a higher “impact” value to their team twenty years earlier does not equate to anything comparatively apart from what their value was to that specific team in that year. You say you understand this, yet you make it a key part of every comparison anyway. If you want to take an in-season ranking approach, alright, fair enough. David Robinson was top impact in 1994 and 1995. Giannis was not top impact in 2021 (Jokic). He was in 2020 though, so why are we throwing that out? Well, standard deviations maybe. This again is not really what basketball is about, but hey, it is an approach. But the problem with that approach is that it inherently asks us to look backward at leagues where the best players were more substantially separated from their competition, and seeing as you do not really seem committed to doing that, where does that leave us. If your real intent was just to really lean into the idea of making your approach look excessively convoluted, mission accomplished I guess, but you did not really do anything to work against the idea that your approach is inherently inconsistent when compared to someone going, “Wow, they won a title as a best player with an impressively valuable performance, good stuff.”
3) You suggest a data focus lacks sufficient context and analysis (e.g. when comparing players in different eras, different situations, potentially with different teammates/opponents).
For 3: This is the most compelling point. It’s true that just looking at stats without context can be misleading for the reasons you suggest. But here’s the problem: this is a bit of a straw-man. This implies that everyone who used data in the past threads didn’t provide context.
But we did! I provided plenty of context… Now, you may not agree with someone’s evaluation of the context. But the fact that you disagree with someones interpretation of the context =/= no context was provided.
If I say David Robinson was on a 20-win team, but in fairness to him, that 20-win team fired their coach midseason and was trying to tank for a generational rookie, do you think that is worthwhile context. If you rely on selective context to make your argument, what does that say for how much weight anyone should place in your argument.
Regardless, this is a lazy dodge. Yes, I think you did a bad job interpreting the context, and I went through why and how.
I compared eras,
You compared eras by saying Giannis has spacing now that he would not have in the 1990s. Good job.
I analyzed the potential biases of different stats,
You mean like saying BPM probably underrates Robinson’s defence? For the most part you are just posting, “Robinson wins in x number of stats.” That is not analysis, and you are openly stating that being higher in a stat means you “win”. Here again, I do not think you are getting the point.
compared the team’s fits,
While ignoring how Robinson’s “poor fit” juiced his impact.
I compared performance against better defenses,
Where in that post did you go through Robinson’s performances against good defences compared to Giannis’s.
I compared their different skillsets…
Partially, to the extent that you wanted to favour Robinson. You said Robinson was more scalable, that he was a better rim protector, that you liked his help defence (which is not really a comparison seeing as Giannis also gets most of his value through help defence), and that you liked his passing more. You also said that you think Giannis’s defence would still hold up in the 1990s, but that lack of spacing and stricter dribbling would hurt him, and I pointed out where that comparison fell short.
It’s worth noting — many of the times I provided context, you used this as evidence that I was biased: you say I was “throwing out a year that is inconvenient to the narrative [I] want to push or that the metrics aren’t perfect.”, when really I was providing context for Robinson.
Well, no, you excluded context lol. You cut out how badly his scoring dipped in 1998 even though he had a good team and a top tier partner. And for Giannis, you cut out 2018 in assessing how he “always” dropped off in the postseason.
Similarly, you suggest that many times knowledgeable analysts provide context to the data, they’re actually just showing inconsistency.
Love the framing of “knowledgeable analysts”. No, the point is that data is not really worth blindly relying upon. Yet consistently with you we see you starting from the premise that x player “wins” in direct data comparisons -- which again is not how impact assessments work, and is not changed by making selectively arranged “arguments” for those players to justify using the data disparity as a real ranking.
For example, you suggest that it’s inconsistent that the data-driven approach considers 2010/2011 Dirk > 2006/2003 Dirk. You make simalar arguments with mentions of Draymond/Paul/Gobert. But… taking 2011 Dirk >2006/2003 Dirk is the very thing that context/film-analysis would suggest! Taking Draymond/Paul/Gobert lower is the very thing that context would suggest!
Sure, but you are not doing that. Why are you taking 1994 Robinson over 1995 or 1996 Robinson.
It’s also what an achievement-approach would suggest, which is the one you’re a proponent of.
If I were focused on achievements I would be way higher on Moses and Shaq and way lower on Garnett. My focus is mostly on playoff impact with a preference toward two-way bigs.
So… from your perspective, either data-driven approach either doesn’t consider context but should (which isn’t true) or they do consider context which shows inconsistency with data. This logic seems a bit inconsistent, no? Either we should consider context or we shouldn’t. In truth, we do. But just because you personally disagree with someone’s analysis of context doesn’t make it invalid or inconsistent.
Takeaway: Data not necessarily inconsistent.
This is really funny coming from the person who in every thread starts with mock confusion at how no one seems to agree with what the data oh so very clearly says.
Inconsistency of the “Achievement”-approach: Instead, I’d argue taking an “achievement focus” opens you up to more potential biases and inconsistencies. People have discussed “winning bias”, which you mentioned too, where the results of the team against a certain opposition are conflated with the greatness of the individual.
Who in the top eleven do you feel suffered from winning bias.
I’ve also raised the idea of a “scoring bias” (overvaluing scoring and undervaluing playmaking), and “athleticism bias” (overrating athleticism and underrating skill/BBIQ),
Neither of these are really points to Robinson’s advantage, especially with Walton in the discussion. Scoring bias is not a point to Curry, although I recognise he is more the target of the other.
An achievement-based approach would open you up to all of these. Data doesn’t care whether you won the championship or lost… it just tells you how much you helped your team by. Data doesn’t care about whether your impact comes from scoring or passing. Data doesn’t care whether your greatness comes from athleticism, skill, or BBIQ. Data doesn’t care about a single memorable highlight which (in the vast majority of cases) doesn’t actually change who helps their team win more.
Impacting your team more does not mean you are a better player. That is the entire point. You keep saying you understand that and then turning around and writing stuff like this.
Could an achievement-based approach lead you astray? Let’s try an experiment. Let’s do an achievement-based approach for Garnett. You suggest that the “pretty wise range of possibility” in Garnett’s team results suggest a wider range of possibility compared to the consistency of “guys like Duncan and Magic and Bird [who] elevated their games against the best competition.”
Well, if team results are what we’re going by, that would suggest Garnett is better in 2008 vs 2003/2004, right? I’d be hard pressed to find anyone on this board who would agree with that. So how do we know that Garnett was actually better in 04, using the “achievement-based” approach? Well, we’d have to look at context…. the same context people using the data-driven approach are providing. Except where just looking at “achievements” [of the team] gives us no way to isolate how much the individual helped the team, just looking at the data gives us a very precise ability to isolate how much the individual helped the team.
Garnett was not a better player in 2004 because the data said he was more impactful. Once again, you openly fail to understand things you earlier claimed you understood.
You do not see any “achievement-based” approaches preferring 2008 Garnett because they do not see that as meaningful an achievement. The better example here would be with those select few who took 1971 Kareem over 1974 or 1977 or even 1972 (maybe 1980 too?) Kareem. But those too were an extreme minority even among the achievement group. If you are that uninterested in figuring out why people vote the way they do, how do you expect to convince people to change votes.
In sum: both methods need context. The data-driven approach gives us an much better insight into how much the individual was actually contributing to wins, while avoiding biases like winning bias, scoring bias, athleticism bias, and big moment bias. An achievement-based approach… doesn’t tell us how much the individual helped their team win and opens us up to those biases far more.
And why is a “value to team” bias better. Or perhaps you would find that question more valuable if I peppered you with “Takeway: value to team bias not necessarily better”.
You say that I should "spend much time truly trying to understand how other people are making their comparisons." Is this not a two-way street? The burden's just on me and on this side, and not on the other side?
You have both made it very clear how you are making your comparisons and also are the person most loudly unclear why people have not adapted their vote to match yours, so yes.
There's a pretty big difference between disagreeing with an evaluation and saying they are biased and aren't trying to understand a different perspective.

True, and the difference is that most people who say they want to figure out why people are not voting a certain way make an actual effort to think about what those differences are rather than taking it as a given that their point is the best and most accurate way to start.
This gets back to Point 3 in the previous post. This is how we do statistical analysis... we look at the data, then apply context/film analysis, then come to conclusions. Is started with the data. Then applied context. Of course if you just quote the data-section and ignore the context, it looks like there isn't context…
But your “context” is not an analysis of the data. That is the entire problem. You are treating the “context” section like an area where you assuage any concerns with what the data says rather than looking at why the data says what it says or whether you should even be using them comparatively to begin with.
That said, your point that we don't have full data for Robinson is absolutely true! And you'll notice how often I say just that when discussing older players. I reference the limits of data for older players in that very post.
You reference them but do not really do anything with them, because functionally you are more interested in what you think existing data says.
A small correction: it’s not true that PIPM is not available for Giannis for the last 3 years. We have PIPM numbers for both regular season and playoffs in 2020, and we have partial PIPM numbers in 2021.
True, I was off by a year, and his 2020 PIPM is indeed the third highest on record after 2009 Lebron and 2016 Draymond.
It's also note quite true that we don't have RAPM for Robinson's entire prime. We have full RAPM numbers for him from age 31, 32, and 33, and partial RAPM numbers when he was younger. I'd consider that his prime, though not peak. If 30's the cutoff for prime, then Jordan was not in his prime in 96/97/98 and LeBron wasn't in his prime in 16/17/18. If you really don't think that's prime... well, let's just agree to disagree haha
… Do you think primes are tied to strict age ranges?
Maybe you can make the case for 1998. I would sort that as an approximate equivalent to a 2018 Chris Paul season: step down from what I would consider his actual prime, but close enough. From then on you are getting more like 2020/2021 Chris Paul, which is still good but distinctly not his prime, no.
You suggest stats don't reflect innate player quality. Perhaps you mean what I've been calling "goodness"? Because by definition they measure value. You've called data driven approach "hypothetical", but it's just as hypothetical as averaging 30 ppg is. To me and to most people, you can count things, and when you get to the final number, you can say that that factually happened. That's not hypothetical. But yes, I absolutely agree, context needs to be provided from there! Value in a given role is not the same as goodness in any role, and we need context to decipher this. A player can be super valuable in a niche role/fit, but not as good as their value suggests if forced to play in another situation. This is the kind of context you accuse me of not applying... but it's also the same context that I do apply to understand why someone like Gobert shouldn't be the 13th GOAT Peak. I'm also not sure the data does indeed support all the players you mentioned being in this tier. To me, that misrepresents the data.
This is a fine answer and more what I was expecting (took your time getting here), but it does not really explain why you are so attached to 1994 Robinson specifically.
Paul: I provided a statistical comparison with Chris Paul in a previous thread which showed across the majority of metrics, he’s a hair below the modern players we’re considering. So it’s perfectly consistent to not include Paul at #13 in a data-driven peak list… when the data doesn’t support him being #13 in a data-driven peak list.
How early would you vote for Chris Paul. Would you vote for him over Kobe? Would you vote for him over 2009 Wade?
Jokic: You suggest that I’m hypocritical for not discussing Jokic over Giannis. Except… I have. In the very post you’re quoting, I said that Jokic is in the same tier statistically as Giannis, and that I would personally prefer peak Jokic to Giannis. This seems like a bit of a straw-man, no?
Is he in the same tier in the postseason?
Gobert: To my knowledge, Gobert is also lower across the spectrum of metrics, so in a data-driven list, it would also be consistent to have him lower. Perhaps I’m missing some metrics you’re referring to?
I am mostly referring to the idea of role importance overstating a player’s “goodness”, but yes there were a fair number of metrics that had Gobert top two in the league along with Jokic in 2021, and given that we are talking about Jokic potentially as early as #15, that stands out. I am not sure how many Kobe seasons can claim the same value as regular season Gobert, for example.
Draymond: Here, we face two issues.
First, sample size. 2016 Draymond shoots to the Top Tier of plenty of stats. But other Draymond years don’t, and the drop-off is far larger than the drop-off for other top single-year peaks we’re considering. I’ve argued that we should weigh single-year peaks heavily (particularly when there are contextual factors that might explain a drop on either side), but that we should still consider ~3-year peaks to get a larger, more consistent sample.
Second, is how to incorporate context into impact metrics. 2016 Draymond provides a ton of value, but when applying context, basically everyone agrees it's from having an outlier shooting season and outlier fit, which doesn't suggest how truly good he'd be in other roles. See above / previous post for more on how to include context in data.
But Draymond is consistently exhibiting high impact in the postseason. You liked to use minutes with only Curry to show that based on that sample Curry could be great without his teammates. But you can do something similar with Draymond over the years, so is it really all about fit? I mean, yeah obviously Draymond has next to no regular season floor-raising value (2020 made that clear), and that is immediately discrediting for a lot of people, but since you are so committed to the data, are you as confident in saying he would not be good in the postseason specifically on other teams?
Interestingly, this was an unexplored issue I had with Boston Garnett (not that it is overly relevant to assessing 2003/04 Garnett): he put up giant numbers with them but without the results were more middling (not bad, but well short of Curry or Lebron).
This seems somewhat testy in tone for what is yet another straw man. I didn’t mention 2018 Giannis because, at least to my knowledge, not a single other poster even mentioned 2018 Giannis, much less were arguing that his 2018 performance should be indicative of his 2021 impact.

Look, I'm happy to have a discussion about 2018 Giannis, but when you say something I disagree with (which is clearly explainable from the context of the rest of the discussion), my immediate instinct isn't to accuse you of intentional omission or deception. I'd strongly suggest you avoid such accusations in the future.
Do you think he became innately less resilient from 2018? You explicitly said that he declined in every single series of his prime. That is an outright misrepresentation unless you exclude 2018 from his prime, and there is no logical reason to make that exclusion. Chalk it up to poor phrasing, fair enough, but when it is part of a consistent pattern of underselling players who do not have the giant data footprint you want, hard to treat it as just an innocent instance of misspeaking.
I appreciate the emoji though!
The recipe isn't quite "giant data" = "best player". It's "better data" + "better context that suggests the data isn't too biased towards the statistical winner / against the loser" = "better player".
… But it is biased. Being relied on more does not make you better. That is most of what this is saying at the top level. I am not arguing data should be thrown out completely, but when you use it as your starting point, that is ultimately what you are doing when you take the approach that we should default to the bigger data footprint barring strong alternative suggestions, and especially when the priority seems to be regular season production in particular.
2009 has better impact, but the context/film analysis is worse. That's why people who support the data-driven approach favor the older LeBron. We're applying the very context that you suggest we're missing.
So why not do that for 1994 Robinson?
Of course it's not enough to look just at relative drop-offs, and I never meant to suggest it was. I actually suggest otherwise at some point in the past few threads. It's great than Giannis is the better scorer. Outright. But what if Robinson/Garnett are the better playmakers or off-ball players or defenders? Well, then the primary advantage Giannis has over them is in scoring.
And what if Giannis' scoring decline is large against good opponents in the playoffs? Well, then his biggest advantage over Robinson/Garnett declines. So if Giannis doesn't shrink the defensive/playmaking/off-ball/etc. gap in the playoffs (which has been debated but certainly not proven), then Giannis might just end up being less resilient and less good overall than Robinson/Garnett. Outright.
But you did not conduct any real analysis of what would make Robinson a better playmaker (distinct from passer, which itself is already pretty contentious). You barely touched on defence, and gave Robinson the advantage by glossing over his weaknesses. And for postseason scoring, the only area where Robinson does not decline similarly or worse is against bad defences (calling back to that lessened reliance on free throws), or I guess in a scenario where he does not need to shoulder a large scoring load (which would reduce his data footprint anyway). That is not exactly nothing, but it is a lot less meaningful when looking at the postseason as a whole.
First off, once again this seems like a straw man / misrepresentation: I didn't throw out "a year" to intentionally omit for Giannis, as I mentioned above, nor is this just "a year" for Robinson. I said "1999 onward", which to me suggests multiple years.
But why start in 1999. The team was good in 1998, although they certainly missed Sean Elliott against the Jazz. Again, looks like a broader pattern of cherrypicking.
And again with the resilience with Duncan comment, it seems like you missed the point I was making. Perhaps I could have been clearer? Let me say unequivocally: Of course Robinson's resilience didn't magically get better with Duncan! So... why did he stop dropping in the playoffs?
… He did not. I said that explicitly. I got the point you were making, but you completely read past mine. He continued to drop in the playoffs with Duncan, although when you exclude 1998 for arbitrary reasons, that drop does look like less.
Well, he fit better as a second option.
Because he is not a good scorer.
There's nothin magical about rookie Timmy.. the reason Robinson was better was because he was playing a role he fit more.
A role that asks him to score less and thus provide less raw value.
And while it's of course true we can't see Giannis play with Duncan, we can infer how he might play as a second option based on his actual skillset and how he meshes with other offensive players on his team.
Why would Giannis be the second option?
You are again doing a funny thing here where you are assigning arbitrary penalties. Robinson gets rewarded for being a worse scorer and thus accommodating Duncan (a better scorer). But there was a lot of consternation over how limited Duncan is on offence too. Why would it not benefit Duncan to be a second option to Giannis the way it benefits Robinson to be a second option to Duncan? And then in the playoffs, why would it not be better to have resilient scorer Tim Duncan getting secondary attention (or otherwise alleviating the attention on Giannis) versus consistent playoff shrinking David Robinson?
Let me summarize my argument, since that might be more productive than over-debating points that seem like straw-man arguments of mine.
Yes, Giannis is the better scorer and better offensive first option, which is a point for Giannis > Robinson.
But: Robinson may have other offensive skills over Giannis, so it's not a strong point for Giannis.
But: neither a great offensive first options compared to the rest of the competition, so it's again not a strong point for Giannis.
But: Robinson is the better defender. Point for Robinson
But: Robinson is the far better offensive second option than Giannis. Point for Robinson.
Thus: Robinson > Giannis.
…
I mean, to be blunt, those are bad arguments. I am not sure where you keep seeing straw-men when no I was very certain these were your arguments. I think you might be conflating me saying these are weak arguments with saying they are weak because I am relying on straw-men, because you seem to be so confident in what the data tells you that it is impossible for you to visualise disagreement. Which has been my core point throughout.
Starting from the bottom, why is this a point. Or rather, how is this a point. The premise is that being a bad scorer means that you lose less value as your scoring responsibility decreases. Fair enough. But then… why would we stop at Robinson? Why not extend to Walton. Why would we not extend that logic to pretty much every volume scorer. Hell, why are we stopping at second option. This is again essentially praising someone for a limitation, and on top of that, it is a comprehensively baseless one: why would an offence that somehow manages to make Giannis into a second option be worse? Giannis already has massive gravity, and apparently he is being paired with a guy who attracts even more attention or is otherwise even more capable of scoring when provided soft coverage? Sign me up, that sounds like a recipe for best offence in the league. And in the alternative, where he is simply paired with the type of player who would make David Robinson take a backseat? Again, would love to see it, because that player would probably be a first option on at least half the other teams in the league.
Related to that point, no, Giannis is a legitimately great scorer. Even with his postseason dropoff, very few players can claim his level of scoring volume and efficiency. Do I trust him as much as Dirk or Jokic? No, but you are still getting a legitimately elite scoring anchor, and Dirk/Jokic do not need to be the bar in that comparison. Like, man, the more I think about this, the more ridiculous it becomes. Kyrie is a better scorer than Giannis. Kyrie gets more of his value from scoring than Giannis. I am very concerned about Kyrie playing next to Kevin Durant oh look at that the offence just became historically great. The immediate counterpoint of course is that Kyrie is portable. Okay, fair enough. Maybe we use James Harden then. Oh look at that, the offence is still incredible, probably good enough to win a title if Harden does not have some wonky hamstring or something. This criticism only works if we are specially pairing Giannis with… uh… Shaq, maybe? But hell, good luck guarding a frontcourt of Shaq and Giannis. Dwight Howard or Shawn Kemp would be pretty bad fits I guess, but they would be bad fits with Robinson too lol (not as bad of course) and both of them would still be the second options by a clear margin.
This is not a coherent complaint. More natural second option does not mean better second option. Duncan + Robinson did not really make for a notable offence. It was just more reliable than leaving either of them on their own, and of course combined two top tier defenders (which you are getting with Giannis too). Speaking of which, defensively you have done basically nothing to prove Robinson’s advantage, and in any case, you have certainly not done close to enough to prove that the disparity in their defence is larger than the disparity in their scoring / playmaking / general offensive value. Like, even if you think this is a +2 offence and +4 defence situation, there is nothing suggesting that the defensive gap -- if one is even present -- is proportionally larger than the gap in their offence to the extent it would need to be for this to make sense.
This again seems like somewhat of a straw-man.
The whole concern is whether Giannis' poor playmaking is the thing that's limiting his teammates' shooting. It's great that both Curry and Giannis draw doubles. Legitimately, it's great! But I showed in film analysis that these double teams on Curry led to easier shots for his teammates, e.g. off of Curry's superior passing or superior off-ball movement.
If Giannis draws the double with the ball but struggles to pass... then his team might not get the more efficient shot, which is the whole point of drawing the double team! If Giannis draws the double without the ball, but his off-ball movement isn't in a way that leads to easier shots for his teammates... then the double team doesn't really help the offense.
Like I say in that very post, these are concerns, not proven. But they also haven't been disproven in any in-depth film analysis either. These are all things I say in my post / in previous posts that I link to in that post. You mention you're quite frustrated. Well.. I'm also frustrated too, since my points keep getting straw-manned!
I wonder, does Robinson struggle against elite offences because he is actually not that valuable a defender? I mean, I have not seen anyone do in-depth film analysis showing that is not the case. I mean, it is weird, right? It is just a concern, but you know, that is what great defenders are supposed to do, right? If his help defence is so good, why could he not help stop the other team? Just asking questions here.
I think it's time I address tone.
When I think I’ve misunderstood another poster’s meaning or intention, I simply ask. When I think I understand another poster that I disagree with, I simply explain why I disagree.
To my best effort, I never straw-man another poster, belittle them, or accuse them of being deceitful. I may not be perfect. But most posters have said I've done a pretty good job at this.
However, at almost every turn, you have misrepresented my argument, belittled me with small insults like when you type-casted your opponents as "data-obsessives", and outright accused me of intentionally lying and deceiving others.
These are not constructive behaviors. If you continue to do these three things, the solution is simple: I report you, and the conversation ends. This conversation has a chance to be civil and constructive. It’s up to you.
Yeah civil and constructive tone is when I throw a bunch of crazy emojis at you and say maybe you are not suited for discourse here and say everything you write is a straw man if I do not like how it implies my argument is not as good as I want it to be and more broadly complain about how confusing it is that people are not just copying my vote even as I use excessively selective frameworks to support how I vote. Feel free to report me for not doing that.